Skip to main content
Help us improve Python packaging – donate today!

SAGA to launch an Hadoop cluster as a normal batch job on Torque/PBS/SLURM clusters

Project Description

# SAGA Hadoop

Last Updated: 10/01/2016

# Overview:

Use [SAGA](http://saga-project.github.io/saga-python/) to spawn an Hadoop Cluster within an HPC batch job.

Currently supported SAGA adaptors:

  • Fork
  • Torque

Requirements:

  • PBS/Torque cluster
  • Working directory should be on a shared filesystem

By default SAGA-Hadoop deploys an Hadoop 2.2.0 YARN cluster. The cluster can be customized by adjusting the templates for the Hadoop configuration files in core-site.xml, hdfs-site.xml, mapred-site.xml and yarn-site.xml in the hadoop2/bootstrap_hadoop2.py.

# Usage

Try to run a local Hadoop (e.g. for development and testing)

easy_install saga-hadoop saga-hadoop –resource fork://localhost

Try to run a Hadoop cluster inside a PBS/Torque job:

saga-hadoop –resource pbs+ssh://india.futuregrid.org –number_cores 8

Some Blog Posts about SAGA-Hadoop:

# Packages:

see hadoop1 for setting up a Hadoop 1.x.x cluster

see hadoop2 for setting up a Hadoop 2.7.x cluster

see spark for setting up a Spark 2.0.x cluster

see kafka for setting up a Kafka 0.10.x cluster

# Examples:

*Stampede:*

saga-hadoop –resource=slurm://localhost –queue=normal –walltime=239 –number_cores=256 –project=xxx

*Gordon:*

saga-hadoop –resource=pbs://localhost –walltime=59 –number_cores=16 –project=TG-CCR140028 –framework=spark

*Wrangler*

export JAVA_HOME=/usr/java/jdk1.8.0_45/ saga-hadoop –resource=slurm://localhost –queue=normal –walltime=59 –number_cores=24 –project=xxx

Release history Release notifications

This version
History Node

0.31.2

History Node

0.31.1

History Node

0.27

History Node

0.26

History Node

0.25

History Node

0.22

History Node

0.21

History Node

0.20

History Node

0.19

History Node

0.18

History Node

0.17

History Node

0.16

History Node

0.14

History Node

0.13

History Node

0.12

History Node

0.11

History Node

0.3

History Node

0.1

History Node

0.15-1-gbbb8b32

History Node

e91fe6b

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Filename, size & hash SHA256 hash help File type Python version Upload date
SAGA-Hadoop-0.31.2.tar.gz (36.2 kB) Copy SHA256 hash SHA256 Source None Oct 1, 2016

Supported by

Elastic Elastic Search Pingdom Pingdom Monitoring Google Google BigQuery Sentry Sentry Error logging CloudAMQP CloudAMQP RabbitMQ AWS AWS Cloud computing Fastly Fastly CDN DigiCert DigiCert EV certificate StatusPage StatusPage Status page